Table 8.
Resolution selection results for the living room location. Individual scores are shown in green and mean scores in yellow. A stronger color indicates a higher score.
1 Sample | Averaged | |||||||||
---|---|---|---|---|---|---|---|---|---|---|
10 s | 30 s | 1 min | 5 min | Mean | 10 s | 30 s | 1 min | 5 min | Mean | |
SVM | 0.9716 | 0.9652 | 0.9517 | 0.9054 | 0.9485 | 0.9756 | 0.9657 | 0.9657 | 0.8955 | 0.9506 |
kNN | 0.9848 | 0.9753 | 0.9577 | 0.9104 | 0.9571 | 0.9882 | 0.9768 | 0.9607 | 0.9452 | 0.9677 |
DT | 0.9825 | 0.9712 | 0.9436 | 0.8358 | 0.9333 | 0.9831 | 0.9743 | 0.9476 | 0.9054 | 0.9526 |
Mean | 0.9796 | 0.9706 | 0.9510 | 0.8839 | 0.9823 | 0.9723 | 0.9580 | 0.9154 |